add sbt yaml file

Signed-off-by: wmqwxb <[email protected]>

static/hetero_secureboost.yaml

@@ -0,0 +1,274 @@
+component:
+  name: hetero_sbt
+  description: ''
+  provider: fate
+  version: 2.0.0-beta
+  labels: []
+  roles:
+    - guest
+    - host
+  parameters:
+    num_trees:
+      type: ConstrainedNumberMeta
+      default: 3
+      optional: true
+      description: max tree num
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: integer
+    learning_rate:
+      type: ConstrainedNumberMeta
+      default: 0.3
+      optional: true
+      description: decay factor of each tree
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: number
+    max_depth:
+      type: ConstrainedNumberMeta
+      default: 3
+      optional: true
+      description: max depth of a tree
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: integer
+    max_bin:
+      type: ConstrainedNumberMeta
+      default: 32
+      optional: true
+      description: max bin number of feature binning
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: integer
+    objective:
+      type: type
+      default: binary:bce
+      optional: true
+      description: "objective function, available: ['binary:bce', 'multi:ce', 'regression:l2']"
+      type_meta:
+        title: type
+        type: string
+    num_class:
+      type: ConstrainedNumberMeta
+      default: 2
+      optional: true
+      description: class number of multi classification, active when objective is
+        multi:ce
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: integer
+    l2:
+      type: ConstrainedNumberMeta
+      default: 0.1
+      optional: true
+      description: L2 regularization
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: number
+    min_impurity_split:
+      type: ConstrainedNumberMeta
+      default: 0.01
+      optional: true
+      description: min impurity when splitting a tree node
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: number
+    min_sample_split:
+      type: ConstrainedNumberMeta
+      default: 2
+      optional: true
+      description: min sample to split a tree node
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: integer
+    min_leaf_node:
+      type: ConstrainedNumberMeta
+      default: 1
+      optional: true
+      description: mininum sample contained in a leaf node
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: integer
+    min_child_weight:
+      type: ConstrainedNumberMeta
+      default: 1
+      optional: true
+      description: minumum hessian contained in a leaf node
+      type_meta:
+        title: ConstrainedNumberMeta
+        exclusiveMinimum: 0
+        type: number
+    gh_pack:
+      type: bool
+      default: true
+      optional: true
+      description: whether to pack gradient and hessian together
+      type_meta:
+        title: bool
+        type: boolean
+        default: true
+        description: whether to use histogram subtraction
+    split_info_pack:
+      type: bool
+      default: true
+      optional: true
+      description: for host side, whether to pack split info together
+      type_meta:
+        title: bool
+        type: boolean
+        default: true
+        description: whether to use histogram subtraction
+    hist_sub:
+      type: bool
+      default: true
+      optional: true
+      description: whether to use histogram subtraction
+      type_meta:
+        title: bool
+        type: boolean
+        default: true
+        description: whether to use histogram subtraction
+    he_param:
+      type: HEParam
+      default:
+        kind: paillier
+        key_length: 1024
+      optional: true
+      description: homomorphic encryption param, support paillier, ou and mock in
+        current version
+      type_meta:
+        title: HEParam
+        $ref: '#/definitions/abc__HEParam'
+        definitions:
+          abc__HEParam:
+            title: HEParam
+            type: object
+            properties:
+              kind:
+                title: Kind
+                type: string
+              key_length:
+                title: Key Length
+                default: 1024
+                type: integer
+            required:
+              - kind
+        default:
+          kind: paillier
+          key_length: 1024
+        description: homomorphic encryption param, support paillier, ou and mock in
+          current version
+  input_artifacts:
+    data:
+      train_data:
+        types:
+          - dataframe
+        optional: false
+        stages:
+          - train
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+      validate_data:
+        types:
+          - dataframe
+        optional: true
+        stages:
+          - train
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+      test_data:
+        types:
+          - dataframe
+        optional: false
+        stages:
+          - predict
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+    model:
+      train_model_input:
+        types:
+          - json_model
+        optional: true
+        stages:
+          - train
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+      predict_model_input:
+        types:
+          - json_model
+        optional: false
+        stages:
+          - predict
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+  output_artifacts:
+    data:
+      train_data_output:
+        types:
+          - dataframe
+        optional: true
+        stages:
+          - train
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+      test_output_data:
+        types:
+          - dataframe
+        optional: false
+        stages:
+          - predict
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+    model:
+      train_model_output:
+        types:
+          - json_model
+        optional: true
+        stages:
+          - train
+        roles:
+          - guest
+          - host
+        description: ''
+        is_multi: false
+    metric:
+      metric:
+        types:
+          - json_metric
+        optional: false
+        stages: []
+        roles: []
+        description: metric, invisible for user
+        is_multi: false
+schema_version: v1
+